{"id":"W4406512439","doi":"10.1016/j.yoto.2013.03.068","title":"10.1016/j.yoto.2013.03.068","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Laryngectomy; Medicine; Surgery; Larynx","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005672313,0.001136977,0.0005054178,0.001492778,0.0009647057,0.002115783,0.000795623,0.0033908,0.8710458],"category_scores_gemma":[0.00106112,0.0004260864,0.0005632521,0.0005535057,0.0007585088,0.002134128,0.00110552,0.00137215,0.7484987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007787825,"about_ca_system_score_gemma":0.001171371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314297,"about_ca_topic_score_gemma":0.003683015,"domain_scores_codex":[0.9997628,0.00002024376,0.00002030341,0.00006313811,0.00006007234,0.00007349128],"domain_scores_gemma":[0.9993062,0.0001212881,0.00009270919,0.00002683068,0.0001571709,0.0002958636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004129219,0.0005357057,0.009395356,0.0006422817,0.00004688847,0.0007170765,0.0001670306,0.0001503547,0.0009157587,0.0029256,0.2455883,0.7385026],"study_design_scores_gemma":[0.0001677015,0.0004104787,0.01861813,0.002927226,0.00009477472,0.00730198,0.0009854552,0.0004608339,0.0008040877,0.005742532,0.96243,0.00005693133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01235304,0.0267128,0.002191275,0.01043125,0.003768013,0.000141807,0.002884987,0.001397116,0.9401197],"genre_scores_gemma":[0.02759112,0.009713915,0.001880689,0.002967774,0.001118265,0.0001164041,0.001539783,0.0002106052,0.9548616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1289542,"threshold_uncertainty_score":0.1839375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971416537905573,"score_gpt":0.3074339688596833,"score_spread":0.2877198034806275,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}